Implementation and analysis of a fast backprojection algorithm

被引:11
|
作者
Gorham, LeRoy A. [1 ]
Majumder, Uttam K. [1 ]
Buxa, Peter [1 ]
Backues, Mark J. [2 ]
Lindgren, Andrew C. [2 ]
机构
[1] USAF, Res Lab, Sensors Directorate, 2241 Avion Circle,Bldg 620, Wright Patterson AFB, OH 45433 USA
[2] AKT Space Syst & Sensors Div, Dayton, OH 45430 USA
关键词
Synthetic Aperture Radar; convolution backprojection; FPGA;
D O I
10.1117/12.674024
中图分类号
TB8 [摄影技术];
学科分类号
0804 ;
摘要
The convolution backprojection algorithm is an accurate synthetic aperture radar imaging technique, but it has seen limited use in the radar community due to its high computational costs. Therefore, significant research has been conducted for a fast backprojection algorithm, which surrenders some image quality for increased computational efficiency. This paper describes an implementation of both a standard convolution backprojection algorithm and a fast backprojection algorithm optimized for use on a Linux cluster and a field-programmable gate array (FPGA) based processing system. The performance of the different implementations is compared using synthetic ideal point targets and the SPIE XPatch Backhoe dataset.
引用
收藏
页数:8
相关论文
共 50 条
  • [1] An implementation of a fast backprojection image formation algorithm for spotlight-mode SAR
    Wahl, Daniel E.
    Yocky, David A.
    Jakowatz, Charles V., Jr.
    [J]. ALGORITHMS FOR SYNTHETIC APERTURE RADAR IMAGERY XV, 2008, 6970
  • [2] Optical implementation of the filtered backprojection algorithm
    Madec, Morgan
    Fasquel, Jean-Baptiste
    Uhring, Wilfried
    Joffre, Pascal
    Herve, Yannick
    [J]. OPTICAL ENGINEERING, 2007, 46 (10)
  • [3] A fast algorithm for backprojection with linear interpolation
    Sahiner, Berkman
    Yagle, Andrew E.
    [J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 1993, 2 (04) : 547 - 550
  • [4] Fast Backprojection Algorithm for Bistatic SAR Imaging
    Shao, Yun Feng
    Wang, Robert
    Deng, Yun Kai
    Liu, Y.
    Chen, Runpu
    Liu, Gang
    Loffeld, Otmar
    [J]. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2013, 10 (05) : 1080 - 1084
  • [5] Fast backprojection algorithm for synthetic aperture radar
    Yegulalp, AF
    [J]. PROCEEDINGS OF THE 1999 IEEE RADAR CONFERENCE: RADAR INTO THE NEXT MILLENNIUM, 1999, : 60 - 65
  • [6] Fast Backprojection Algorithm for UWB Bistatic SAR
    Vu, Viet T.
    Sjogren, Thomas K.
    Pettersson, Mats I.
    [J]. 2011 IEEE RADAR CONFERENCE (RADAR), 2011, : 431 - 434
  • [7] Performance analysis of fast convolution backprojection algorithm for spotlight synthetic aperture radar
    Meng, X
    Ping, Z
    [J]. ISTM/2005: 6th International Symposium on Test and Measurement, Vols 1-9, Conference Proceedings, 2005, : 5411 - 5414
  • [8] Implementation of a fast cone-beam backprojection algorithm for microcomputed tomography (HCT) using homogeneous coordinates
    Schaller, S
    Karolczak, M
    Engelke, K
    Wiesent, K
    Kalender, WA
    [J]. RADIOLOGY, 1998, 209P : 433 - 434
  • [9] A fast implementation of the incremental backprojection algorithms for parallel beam geometries
    Chen, CM
    Cho, ZH
    Wang, CY
    [J]. IEEE TRANSACTIONS ON NUCLEAR SCIENCE, 1996, 43 (06) : 3328 - 3334
  • [10] A fast implementation of the incremental backprojection algorithms for parallel beam geometries
    Chen, CM
    Cho, ZH
    Wang, CY
    [J]. 1995 IEEE NUCLEAR SCIENCE SYMPOSIUM AND MEDICAL IMAGING CONFERENCE RECORD, VOLS 1-3, 1996, : 1277 - 1281